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Idealised population
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Related lectures (13)
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Validation and k-Nearest Neighbors Method
Introduces supervised learning concepts and the k-Nearest Neighbors method for classification and regression tasks.
Demographics: Population Growth and Determinants
Explores the recent explosion of the world's population, demographic changes, and the theories of Reverend Malthus.
Disentangling Confounding and Nonsense Associations
Explores statistical dependence, confounding, and causal inference methods, emphasizing the distinction between existing and new approaches.
Random Walks: Moran Process and Examples
Explores random walks, the Moran process, and examples in population genetics, protein abundance modeling, and bacterial chemotaxis.
Exact Simulation of Coupled Wright-Fisher Diffusions
Explores the exact simulation of coupled Wright-Fisher diffusions, covering population genetics, interacting loci networks, and diffusion challenges.
Red bus/Blue bus paradox
Explores the Red bus/Blue bus paradox, nested logit models, and multivariate extreme value models in transportation.
Hardy-Weinberg Equilibrium
Covers the Hardy-Weinberg equilibrium and its impact on allele frequencies in populations, emphasizing genetic drift and selective breeding.
Environmental Impact Decomposition
Explores how changes in population, economic activity, and technology influence environmental impacts over time and across regions.
Discrete Random Variables: Medical Testing
Explores discrete random variables, joint probabilities, and medical testing quality using Bayes' theorem.
Urbanization & Population Growth
Explores future urban population growth, environmental impact, and demographic transition.
Genetic Variation in Populations
Explores genetic variation in populations, Hardy-Weinberg law, natural selection, and more.
Concentration Inequalities
Covers concentration inequalities and sampling methods for estimating unknown distributions, with a focus on population infection rates.
Normal Distribution: Characteristics and Z-scores
Explores normal distribution characteristics, Z-scores, probability in inferential statistics, sample effects, and binomial distribution approximation.
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